Research Publications for Albert C Bifet figuerol

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• Petri, I., Chirila, I., Gomes, H., Bifet, A., & Rana, O. (2022). Resource-Aware Edge-Based Stream Analytics. IEEE Internet Computing. doi:10.1109/MIC.2022.3152478

  Other publications by:
  BIFET FIGUEROL, Albert C :: GOMES, Heitor M

• Cerqueira, V., Gomes, H. M., Bifet, A., & Torgo, L. (2022). STUDD: a student–teacher method for unsupervised concept drift detection. Machine Learning. doi:10.1007/s10994-022-06188-7

  Other publications by:
  BIFET FIGUEROL, Albert C

• Mordvanyuk, N., López, B., & Bifet, A. (2022). TA4L: Efficient temporal abstraction of multivariate time series. Knowledge-Based Systems, 244. doi:10.1016/j.knosys.2022.108554

  Other publications by:
  BIFET FIGUEROL, Albert C

• Bifet, A., Ferreira, C., Gama, J., & Gomes, H. M. (2022). EDITORIAL MESSAGE Special Track on Data Streams. In Proceedings of the ACM Symposium on Applied Computing (pp. 449). doi:10.1145/3535426

  Other publications by:
  BIFET FIGUEROL, Albert C

• Manapragada, C., Gomes, H. M., Salehi, M., Bifet, A., & Webb, G. I. (2022). An eager splitting strategy for online decision trees in ensembles. Data Mining and Knowledge Discovery. doi:10.1007/s10618-021-00816-x

  Other publications by:
  BIFET FIGUEROL, Albert C :: GOMES, Heitor M

• Guyet, T., Zhang, W., & Bifet, A. (2022). Incremental mining of frequent serial episodes considering multiple occurrences. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 13350 LNCS (pp. 460-472). doi:10.1007/978-3-031-08751-6_33

  Other publications by:
  BIFET FIGUEROL, Albert C

• Mordvanyuk, N., Bifet, A., & López, B. (2022). VEPRECO: Vertical databases with pre-pruning strategies and common candidate selection policies to fasten sequential pattern mining. Expert Systems with Applications, 204. doi:10.1016/j.eswa.2022.117517

  Other publications by:
  BIFET FIGUEROL, Albert C

• Barracchia, E. P., Pio, G., Bifet, A., Gomes, H. M., Pfahringer, B., & Ceci, M. (2022). LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding. Information Sciences, 606, 702-721. doi:10.1016/j.ins.2022.05.079

  Other publications by:
  BIFET FIGUEROL, Albert C :: PFAHRINGER, Bernhard M

• Cassales, G., Gomes, H., Bifet, A., Pfahringer, B., & Senger, H. (2021). Improving the performance of bagging ensembles for data streams through mini-batching. Information Sciences, 580, 260-282. doi:10.1016/j.ins.2021.08.085

  Other publications by:
  BIFET FIGUEROL, Albert C :: GOMES, Heitor M :: PFAHRINGER, Bernhard M

• Montiel, J., Halford, M., Mastelini, S. M., Bolmier, G., Sourty, R., Vaysse, R., . . . Bifet, A. (2021). River: Machine learning for streaming data in Python. Journal of Machine Learning Research, 22(10), 1-8. Retrieved from http://jmlr.org/papers/v22/20-1380.html

  Open Access version at:
  https://hdl.handle.net/10289/14402
  Other publications by:
  BIFET FIGUEROL, Albert C :: MONTIEL LOPEZ, Jacob :: GOMES, Heitor M

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